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Decentralized Machine Learning Whitepaper

In the era of rapid development in artificial intelligence and machine learning, data quality and relevancy are essential to generate usable applications of high quality and accuracy for machine learning.

As compared to publicly-accessible data, privately-held data are more relevant and timely for machine learning. These private data are usually untapped and inaccessible as they are stored in individual electronic devices such as smartphones, tablets and computers. Leading technology firms try to access these private data when individuals are unaware of or by providing free service to them in return. Nevertheless, these leading technology firms can only obtain a portion of the private data, which are subset of the massive untapped private data owned by all individuals.

Decentralized Machine Learning (DML) protocol is designed to expand the reach to untapped private data and unleash their potential to facilitate machine learning development while providing economic incentives and protecting data privacy. Machine learning algorithm will be run on the devices without extracting the data from the devices, which will be kept within the devices. Only the machine learning result will be aggregated with outcomes generated from other devices to form an unbiased, comprehensive and accurate crowdsourced analytics and predictions. Through DML protocol, both the private data and processing power for machine learning are decentralized as algorithms are run directly on individual devices by utilizing their idle processing power.

Decentralized Machine Learning

B2Bcoin Whitepaper

Platform
The platform is created to enable B2B, B2C and MLM businesses to build their front-end websites. The B2C and MLM community might already be covered; the B2B community is only covered by expensive freelancers and full-time
developers. We are here to establish a platform that separates the development from the design and includes the business in the development process. Levels:
* Basic: The basic level gives you the opportunity to use the platform for free and get to learn it. You can only host the website in production on the shared hosts.
* Intermediate: The intermediate level gives you the ability to use more features and able to rent other services.
* Advanced: The advanced level gives you access to all services and components from the platform

The coin was launched to support the future platform. The coin is a cryptonight algorithm coin, low difficulty and mineable with CPU and ASIC resistant and based on «Proof Of Work».
We provide 18,446,744 coins, did no pre-mine nor are we an ICO. We are not aiming to setup another banking system, we want to stay clear from banking intermediates and (other) delaying actors.

B2B Whitepaper

Nebula AI Whitepaper

The blockchain technology provides a digital trust mechanism for human beings which enhances the efficiency of exchange of an asset that is of value to someone including but not limited to votes, IP etc. and reduces costs – the genuinely credible and efficient Internet of Value is approaching. In recent years, many breakthroughs have been made in the field of artificial intelligence (AI), and AI is now penetrating everycornerof societyand will become an essential cornerstone of change in society. Nebula AI Inc., (Nebula AI) is committed to building a decentralized artificial intelligence computing blockchain (NBAI) that reduces the energy costs of traditional Proof of Work by converting GPU mining machines into AI computing services. The AI transactions recorded on NBAI will be irreversible. The distributed computing network also ensures high concurrency and low latency computing power. The conversion of GPU mining machines makes it possible to provide more cost-effective artificial intelligence services.

Nebula AI will cooperate with large-scale third-party Internet data centers to provide adequate computing power for AI computing. Nebula AI has established an artificial intelligence training centre in Canada. System-based quantitative finance, image identification and other blockchain applications are also in development. The well-developed NBAI ecosystem integrates the top-level applications such as DAI App, scientific research and application, university education, and the bottomlevel of NBAI blockchain, Artificial Intelligence Mining Machine and Artificial Intelligence Data Center. The innovative economic model of the NBAI ecosystem is the realization of a complete set of value-added economic systems.

Nebula AI

Nexo Whitepaper

Nexo delivers the World’s First Instant Crypto-backed Loans, thus resolving a crucial inefficiency for the crypto world. Up to this very moment, no alternatives existed for digital asset owners to enjoy their crypto wealth except selling them. The innovative model of Nexo brings to the crypto community the best of both worlds – retaining 100% ownership of their digital assets while having immediate access to cash. The Instant Cryptobacked Loans are an automatic, flexible and cost-efficient way of obtaining liquidity that is secured by the value of the client’s digital assets. The whole process is completed in just a few simple clicks. No hidden fees, no capital gains taxes, no credit checks. Transparency is guaranteed through the use of blockchain technology, smart contracts and algorithmic processes executed by the Nexo Oracle.

Nexo is powered by Credissimo, a leading FinTech Group serving millions of people across Europe for over 10 years. Credissimo has always operated under the highest regulatory requirements and strictest supervision by multiple European Banking and Financial Services Regulators.

Now the same Team and its Board of Advisors, empowered by the evergrowing community of Nexo supporters and enormous demand for theInstant Crypto-backed Loans, are unlocking the value of digital assets in a rapidly expanding token economy that will alter the very fabric of a $5 trillion dollar market.

Nexo White paper

Penta Whitepaper

About Penta
We live in a world of valuable data, and Penta recognizes the need to bring greater transparency, accountability, security, and user privacy into the data processes that power our businesses. Since 2016, the Penta Team has been developing blockchain technology for banks and financial institutions, government organizations, Fortune 500 companies, and startups. Penta is at the forefront of the blockchain revolution.

We Believe in Great Ideas
Penta’s mission is to become a “Universal Blockchain Connector” by enabling seamless transfer of information and digital assets across networks. We are committed to providing technical solutions that reflect our values of data transparency, social and economic inclusion, environmental sustainability, and fair labor practices.

Supply Chain Management
Harnessing blockchain, machine learning and IoT technology to empower supply chain stakeholders. Making the world’s supply chains safer, more transparent, more efficient and more sustainable.

Fintech – Trusted Accounts
Penta’s TrueTab brings trust and accountability to third party managed accounts, multi-stakeholder revenue sharing accounts, and escrow account management services.

Smart Cities – Municipal Partnerships
Penta Blockchain Garbage: an Internet of Things (IoT) use-case, to develop a blockchain solution to track waste management and encourage community members to separate waste responsibly.

Redefining Healthcare Technologies
Introducing innovative technologies powered by blockchain enabling a new generation of efficient and affordable healthcare. Managing the ‘pain points’ of healthcare record and insurance account management systems.

Social Impact – Global Initiatives
Penta aims to bring businesses and blockchain developers together to solve real world problems with the shared values of transparency, social and economic inclusion, environmental sustainability, and fair labor practices.

Data Security and Data Privacy
To create a world of valued, decentralized information, the Penta Network holds to requirements of delivering greater transparency, visibility, and user privacy for empowered data-driven processes.

Our Initiatives
Penta deploys commercial grade blockchain technology for businesses, public sector partners and social impact projects all over the world. Contact us to find out how you can bring transparency, accountability, and security to your business applications using Penta blockchain solutions.

Penta website

Biotron Whitepaper

Biotron gives users control over data they create and helps them benefit from it both directly and indirectly. It enables companies to make informed decisions based on data with unparalleled quality. Biotron’s vision is to enable innovation by breaking down data silos created by giant IT companies. Privacy, transparency, and trust are the core values of the company.

Everyone using the internet today creates a digital trail of information. Every search, post, location, purchase, like, view, and click, is recorded. The average internet user generates ≈ 0.5 GB of data every day. This amount increases about 45% annually. Giving away some of our personal data to free digital services (e.g. Google or Facebook) is acceptable because they mostly provide improved customisation to their services which can be useful (e.g. hotel/restaurant recommendations based on location, advertisements or posts from recently/frequently viewed sites and pages, etc.). However, there are other secretive and unscrupulous players already collecting and processing your personal data. These players are generating revenue from selling this data to consumer oriented companies. Revenue that you will never receive a share of.

They’re generically known as data brokers or resellers and they capitalise on monetising personal information without you ever knowing about it. They operate without our transparent consent and offer zero compensation to us – the data producers. These companies work behind the scenes collecting, processing, and sharing our information to make a profit for themselves; never disclosing that our information is being used for this purpose. Privacy and control over personal information is being taken away from individuals and sold to companies who benefit from consumer behavior and data analytics. Due to a fundamental lack of transparency, these data brokers have limited access to official and trustworthy data sources. They generate data with accuracy rates as low as 50% within datasets. They use ineffective and cost-inefficient processes, often with multiple intermediaries between data collection & data analytics. Their methods lead to mistrust among their clients and the general public. Biotron focuses on helping individual users to fully and independently control their personal information and participate in the process of defining its value. Biotron offers the most accurate and actionable insights into personal data for businesses engaged in the study of behavior and data analytics. Eliminating data collection and processing middlemen leads to enhanced marketing, commercial, research, and innovation decision-making, . Additionally, Biotron is using blockchain technology to limit associated legal risks and streamline processes. The blockchain provides a robust mechanism for transparency and for facilitating instant micro-transactions.

To achieve our goal, Biotron is building a user-permissioned and revenue sharing data analytics platform. User data is collected, analysed, and saved in a set of analyses, which are then available for purchase by interested parties. A smart contract is created ensuring that accrued revenue is distributed among participating users in the purchased analysis, leaving Biotron its commission. We provide the most accurate user analytics to help organisations make timely and correct decisions while benefiting from blockchain transparency.

Keywords: personal data, consumer analytics, blockchain, transparency, data broker, individuals

Biotron Website
Biotron Whitepaper

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